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19 April 2024
 
  » arxiv » cs.AI/0211038

 Article overview


Dynamic Adjustment of the Motivation Degree in an Action Selection Mechanism
Carlos Gershenson ; Pedro Pablo Gonzalez ;
Date 27 Nov 2002
Subject Artificial Intelligence ACM-class: I.2.6 | cs.AI
AbstractThis paper presents a model for dynamic adjustment of the motivation degree, using a reinforcement learning approach, in an action selection mechanism previously developed by the authors. The learning takes place in the modification of a parameter of the model of combination of internal and external stimuli. Experiments that show the claimed properties are presented, using a VR simulation developed for such purposes. The importance of adaptation by learning in action selection is also discussed.
Source arXiv, cs.AI/0211038
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